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Session

How can perception and AD functions be accurately and efficiently validated?

1 | Data Validation Café

Tuesday, March 18

11:00 AM - 03:00 PM

Live in Berlin

Less Details

  • How are organizations validating AD systems effectively today?
  • Which approaches ensure obtaining high quality reference / ground truth data cost-efficiently?
  • Which approaches ensure achieving high reusability of data?
  • How to validate ML-based systems while preserving independent data paths?
  • What innovations will drive the future of AD function validation?
Workshop

Speaker

Alexander Scherer

Head of Data Management Autonomous Driving, BMW Group

Alexander Scherer is the Head of Data Management, Applications and Analytics for Autonomous Driving at BMW and has over 8 years of experience in the automotive industry.

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Clemens Meißner

Product Owner Reference Data for AD Validation, BMW Group

Clemens Meißner is the Product Owner for Reference Data Applications for Autonomous Driving at BMW with almost 6 years of experience in this topic. Formerly working as data engineer, he's now steering data engineering efforts to provide high quality data for function validation purposes with an ever-extending side-use for machine learning applications. He's supervising algorithm development, data pipeline and labeling integration into the AD validation stack on AWS.

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Company

BMW Group

https://www.bmwgroup.com
With its four brands BMW, MINI, Rolls-Royce and BMW Motorrad, the BMW Group is the world’s leading premium manufacturer of automobiles and motorcycles and also provides premium financial and mobility services. The BMW Group production network comprises over 30 production sites worldwide; the company has a global sales network in more than 140 countries. In 2023, the BMW Group sold over 2.55 million passenger vehicles and more than 209,000 motorcycles worldwide. The profit before tax in the financial year 2023 was € 17.1 billion on revenues amounting to € 155.5 billion. As of 31 December 2023, the BMW Group had a workforce of 154,950 employees. The success of the BMW Group has always been based on long-term thinking and responsible action, from the supply chain through production to the end of the use phase of all products.
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